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AI Visibility Scorecard
ekkOS
ekkos.dev · Technology
Somewhat visible. AI bots can read ekkOS, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#603,954 of 2,808,083 in Technology for AI visibility
5.4
/10
AEO Score
About ekkOS
from our crawl and measurement
ekkOS describes itself simply: "Every AI coding assistant forgets everything between sessions. ekkOS makes them learn. Outcome-tracked patterns, autonomous healing, and a learning loop that compounds with every." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on structured data describing the business, a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.4/10, ekkOS has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why does my AI coding assistant forget everything between sessions?
AI coding tools like Claude Code, Cursor, and Copilot have limited context windows that reset every session. ekkOS solves this with a 12-layer persistent memory system that retains your architecture, conventions, patterns, and project knowledge permanently.
How is ekkOS different from Mem0 or other AI memory tools?
Most AI memory tools store key-value pairs. ekkOS is a full intelligence layer with 12 structured memory layers, a self-healing pipeline (NERVE), behavioral directive enforcement, a continuous learning loop (Golden Loop), and collective intelligence that makes your AI smarter over time — not just a better parrot.
Does ekkOS work with Claude Code, Cursor, and Copilot?
Yes. ekkOS works as a proxy layer between your IDE and AI provider, so it's compatible with Claude Code, Cursor, Windsurf, VS Code, Copilot, and more. Install once, benefit everywhere.
What is vibe coding and why does AI-generated code keep breaking?
Vibe coding — AI-assisted development where you describe intent and AI generates code — is powerful but fragile. The problem: AI has no memory of past failures, no understanding of your architecture, and no self-correction. ekkOS adds all three — persistent memory, architectural directives, and autonomous self-healing.
Is my code safe with ekkOS?
ekkOS uses end-to-end encryption with zero-knowledge architecture. Your source code never touches our servers. SOC 2 Type II certification is in progress.
Is this your brand?
The exact fixes for ekkOS
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ekkos-dev
Cite this score: Engagemii (2026). "AEO Score for ekkOS." Retrieved from https://engagemii.com/aeo/brands/ekkos-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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